Image segmentation for video analysis plays an essential role in different research fields
such as smart city, healthcare, computer vision and geoscience, and remote sensing …

We present QueryInst, a new perspective for instance segmentation. QueryInst is a multi-
stage end-to-end system that treats instances of interest as learnable queries, enabling …

In this paper, we propose YOSO, a real-time panoptic segmentation framework. YOSO
predicts masks via dynamic convolutions between panoptic kernels and image feature …

The goal of remote sensing image (RSI) instance segmentation is to perform instance-level
semantic parsing of its contents. Aside from classifying and locating regions of interest (RoI) …

In contrast to fully supervised methods using pixel-wise mask labels, box-supervised
instance segmentation takes advantage of simple box annotations, which has recently …

The fruit quality and yield of sweet peppers can be effectively improved by accurately and
efficiently controlling the growth conditions and taking timely corresponding measures to …

Salient instance segmentation (SIS) is an emerging field that evolves from salient object
detection (SOD), aiming at identifying individual salient instances using segmentation maps …

Welding is a key technical means to ensure the safe and stable connection between
pipeline systems. The intelligent welding defect assessment based on X-ray inspection …

Panoptic Narrative Grounding (PNG) is an emerging task whose goal is to segment visual
objects of things and stuff categories described by dense narrative captions of a still image …

In this work, we introduce panoramic panoptic segmentation, as the most holistic scene
understanding, both in terms of Field of View (FoV) and image-level understanding for …